CS565600_Deep_Learning

Project & Homework of Deep Learning Course

Instructor:吳尚鴻(NTHU)

Time: 2021 Fall Semester

Outline

Lab02 : Exploring and Visualizing Data & PCA
Lab03 : Decision Trees & Random Forest
Lab04-1 : Mini-batch Stochastic Gradient Descent implementation.
Lab04-2 : Linear, Polynomial, and Decision Tree Regression
Lab05 : Regularization
Lab06 : Logistic Regression and Evaluation Metrics